Effective Pandas

Patterns for Data Manipulation

Author: Matt Harrison

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About the book

Best practices for manipulating data with Pandas. This book will arm you with years of knowledge and experience that are condensed into an easy to follow format. Rather than taking months reading blogs and websites and searching mailing lists and groups, this book will teach you how to write good Pandas code.

It covers:

  • Series manipulation
  • Creating columns
  • Summary statistics
  • Grouping, pivoting, and cross-tabulation
  • Time series data
  • Visualization
  • Chaining
  • Debugging code
  • and more...

About the Author

Matt Harrison runs MetaSnake, a Python and Data Science consultancy and corporate training shop. In the past, he has worked across the domains of search, build management and testing, business intelligence, and storage.                                                                   

He has presented and taught tutorials at conferences such as Strata, SciPy, SCALE, PyCON, and OSCON as well as local user conferences. The structure and content of his books are based on first-hand experience teaching Python to many individuals.                                                                                        

Matt Harrison
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